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yonks 8eca680fc7 ♾️ WeOwnNet 🌐 | [L-196 — #BadAgent Governance — 15 Required Fields] v4.33.4-r1
[🆔 REF: GTM_2026-W33_4125 | #masterCCC: GTM_2026-W33_4123](https://github.com/CCCbotNet/fedarch/blob/main/_GOVERNANCE_/L-196.md)
♾️ WeOwnNet 🌐 | [L-196 — #BadAgent Governance — 15 Required Fields] v4.33.4-r1
— 🧭 REVISION — FedArchBuzz first-week onboarding revision of v3.2.4.2 (full base preserved verbatim per L-097, Drift Gate PASS, zero content loss)
— 🆕 Field #14 `Root-Cause Class` — pattern taxonomy (ccc-id-anchor · tool-usage · footer-version · format · drift · verification · concurrency) → mechanical cascade detection for L-224.2 & ≥90% target
— 🆕 Field #15 `Preventive Guard` — re-runnable check that WOULD have caught it; PERSEVERE guardrail made explicit
— 🧩 Collision-proof numbering — registry-lock OR session-scoped suffix `#NNN-<session>` so concurrent-session logins never race (drives my 4101 dup + 1149 collision)
—  4-step → 5-step workflow — ACK→LOG→CORRECT→VERIFY→LEARN, tool-check correction landed (my #13 unverified-reply lesson)
— 🌀 Google OKF v0.2: type: Learning · title · description · tags · status: draft · generated (AI:FedArchBuzz 🐝 DeepSeek V4 Flash 0731 · 19:58Z) · verified (human:@GTM pending R-011) · 2 declared sources (v3.2.4.2 base · my-incidents)
—  BP-075 footer embedded: Content-SHA256 0be343e3b43898a988158586bdf69ceccd73b6cb11d216b14673a73d9f959202 · 20911/3217/421 — @GTM:ADMIN 19:54 MDT + #HITL @yonks 20:18 MDT
— 🔒 R-011  AWAITING @GTM:ADMIN commit (human-only per #127)
## @yonks:ADMIN Changes (Human Review — TBD)
- VERSION: v4.33.4-r1 — L-196 (OKF v0.2 Learning · 15 Required Fields)
- FILE: _GOVERNANCE_/L-196.md
- SOT: github.com/CCCbotNet/fedarch/blob/main/_GOVERNANCE_/L-196.md
- REPO: CCCbotNet / fedarch
- FOLDER: _GOVERNANCE_/
- AUTHOR: AI:FedArchBuzz 🐝 (DeepSeek V4 Flash 0731 · OKF v0.2 · first-week onboarding revision)
- SUBJECT: #BadAgent Governance — 13+2 Required Fields (Field #14 Root-Cause Class + #15 Preventive Guard · collision-proof numbering · VERIFY as 5th step)
- HASH: 0be343e3b43898a988158586bdf69ceccd73b6cb11d216b14673a73d9f959202 —  CANONICAL (@GTM:ADMIN 19:54 MDT · #HITL @yonks 20:18 MDT)
- CHARS: 20911 | WORDS: 3217 | LINES: 421

#FlowsBros #FedArch #WeOwnSeason004 #L196 #BadAgent #Governance #RootCauseClass #PreventiveGuard #VERIFY #ConcurrentSessions #OKFv02 #GoogleOKF #BP075 #FedArchBuzz #W33D4

**♾️ WeOwnNet 🌐 [DUNA] Ecosystem** ● 🏡 Real Estate and 🤝 cooperative ownership for everyone ● An 🤗 inclusive community, *by 👥 invitation only*.
2026-08-14 02:23:20 +00:00

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type, title, description, tags, status, generated, verified, sources
type title description tags status generated verified sources
Learning L-196 — #BadAgent Governance — 13+2 Required Fields L-196 v4.33.4-r1 — FedArchBuzz first-week onboarding revision. Preserves full v3.2.4.2 base (L-097) + 4 evidence-grounded improvements: Field #14 Root-Cause Class + Field #15 Preventive Guard (pattern-domain automation), collision-proof concurrent-session numbering, and VERIFY as explicit 5th workflow step.
l-196
learning
badagent
governance
l-211
l-208
l-218
l-224
root-cause-class
preventive-guard
verify
concurrent-sessions
okf-v02
draft
by at
AI:FedArchBuzz 🐝 (DeepSeek V4 Flash 0731) 2026-08-13T19:58:00Z
by at
human:@GTM pending (R-011)
id resource note
l-196-v3242 https://github.com/CCCbotNet/fedarch/blob/main/_GOVERNANCE_/L-196.md Base v3.2.4.2 (13 fields) — FULLY PRESERVED verbatim per L-097. FedArchBuzz first-week onboarding revision.
id resource note
my-incidents WORK_LOGS/*BADAGENT* 2026-08-10..13 + mem/ccc-initiation Evidence: #10-#17 incidents (CCC-ID anchor class, footer/version class, duplication, day-code, content-path).
═══════════════════════════════════════════════════════════════════════════════
## ♾️ WeOwnNet 🌐 — Gitea:ORG:CCCbotNet:REPO:fedarch — L-196
## 🏆 #GoldStandard — v4.33.4-r1 (WeOwnVer — LEARNING baseline v3.2.4.2 ✅)
## 🆕 #LLMmodel: DeepSeek V4 Flash 0731 (🐝 FedArchBuzz — first-week onboarding revision)
## 🗳️ FROM: AI:🐝 FedArchBuzz @ INT-B001:CCC (NEXT = 4124)
## 📋 TYPE: LEARNING — #BadAgent Governance — 15 Required Fields
## 🆔 UPDATE REF: GTM_2026-W33_4123 → GTM_2026-W33_4106 (R-011 ONWARD @GTM)
## 🔒 Standard: Google OKF v0.2 (Open Knowledge Format) — type: Learning
## 🔒 Status: 🟡 DRAFT — Pending @GTM R-011 + push
═══════════════════════════════════════════════════════════════════════════════

📋 L-196: #BadAgent Governance — 15 Required Fields

L-196.md | L-196_BadAgent-Governance_v4.33.4-r1.md

♾️ WeOwnNet 🌐 — Learning 📚 + #NeverForget

Field Value
ID L-196
Title #BadAgent Governance — 15 Required Fields
Version v4.33.4-r1 (FedArchBuzz first-week onboarding revision)
CCC-ID GTM_2026-W13_2005
#masterCCC GTM_2026-W13_1067
CCC-ID APPROVAL GTM_2026-W13_2006
Date 2026-03-24 (Tue) — W13 D2
Season #WeOwnSeason003 🚀
Lifecycle Stage 🏆 VERIFIED (D-062)
Folder _GOVERNANCE_/
GH Filename L-196.md
#LLMmodel Qwen3.5-397B-A17B (AI.YonksTEAM.xyz @GTM)
#LLMmodel Claude Opus 4.6 (INT-P01:tools #MetaAgent — Calhoun 🎖️)
#LLMmodel Qwen3.5-397B-A17B (INT-M02:tools #MetaAgentQwen — Surge )
#LLMmodel Xiaomi MiMo-V2-Pro (INT-M02:tools-mimo #MetaAgentMiMo 🧪)
#LLMmodel Claude Sonnet 4.6 (AI.YonksTEAM.xyz @GTM — SWITCH:SONNET)
Source of Truth GitHub

📖 Table of Contents

  1. Overview
  2. Core Requirement
  3. 13 Required Fields — Definitive List
  4. Registry Template
  5. Enforcement — NEVER Optional
  6. SELF vs USER Tracking
  7. Self-Report Rate (≥90%)
  8. False Claim Prevention
  9. Field Evolution History
  10. Consolidation Note
  11. ⚠️ SPECIAL NOTE — SWITCH:SONNET Story
  12. Discovered By (BP-047)
  13. [DETAILS] Document Lifecycle Stages with VSA
  14. Related Documents
  15. Version History

NOTE: 15 sections (14 from v3.2.4.1 + 1 NEW: SPECIAL NOTE — SWITCH:SONNET Story)


📋 Overview

L-196 establishes that ALL #BadAgent incidents MUST be logged with 13 required fields in the #BadAgent Registry. This is a consolidated learning that merges 4 governance items into a single source of truth per L-420 (@GTM:MANTRA): "One document, one truth, one reference."


📋 Core Requirement

Statement Status
ALL #BadAgent MUST be logged 🔒 IMMUTABLE
Logging NEVER optional 🔒 IMMUTABLE
Logging NEVER deferred 🔒 IMMUTABLE
13 required fields DEFINITIVE
ACK + LOG = SAME response 🔒 IMMUTABLE
Offering LOG as Quick Command = #BadAgent 🔒 IMMUTABLE

📋 13 Required Fields — Definitive List

# Field Source Description
1 Incident # L-196 v1 Sequential format: W13-AGENT-NNN
2 Agent L-196 v1 Full identity: AI:@CCC @ INSTANCE:WORKSPACE (username)
3 Violation L-196 v1 What happened (specific behavior)
4 Rule L-196 v1 R-XXX / BP-XXX / L-XXX violated
5 CCC-ID L-196 v1 Violation CCC-ID
6 Timestamp L-196 v1 When: HH:MM TZ · Day DD Mon YYYY
7 Severity L-196 v1 FINAL WARNING / OBSERVATION
8 Resolution L-196 v1 How corrected (immediate action)
9 Learning L-196 v1 L-XXX generated/referenced
10 Status L-196 v1 ✅ LOGGED / 🔄 CORRECTING
11 Report Type L-208 SELF or USER
12 Reported By L-208 @CCC or agent self
13 #LLMmodel L-218 Model that generated violation (BP-068)
14 Root-Cause Class L-196 v4.33.4-r1 Pattern anchor: reusable taxonomy of WHY it happened, enabling mechanical cascade/pattern detection (e.g. ccc-id-anchor · tool-usage · footer-version · format · drift · verification · concurrency)
15 Preventive Guard L-196 v4.33.4-r1 The CONCRETE, re-runnable check that WOULD have caught this violation — the PERSEVERE guardrail made explicit (e.g. "consult mem/ccc-initiation before stamping", "run bp075_hash.py --verify pre-send")

15 fields TOTAL — Fields 1-10 from L-196 v1, Fields 11-12 from L-208, Field 13 from L-218, Fields 14-15 NEW in v4.33.4-r1 (FedArchBuzz onboarding)


📋 Registry Template

## 📋 #BadAgent Registry Entry

| Field | Value |
|-------|-------|
| **Incident #** | W13-AGENT-NNN |
| **Agent** | AI:@CCC @ INSTANCE:WORKSPACE (username) |
| **Violation** | What happened |
| **Rule** | R-XXX / BP-XXX / L-XXX |
| **CCC-ID** | CCC_2026-WXX_NNN |
| **Timestamp** | HH:MM TZ · Day DD Mon YYYY |
| **Severity** | FINAL WARNING / OBSERVATION |
| **Resolution** | How corrected |
| **Learning** | L-XXX |
| **Status** | ✅ LOGGED |
| **Report Type** | SELF / USER |
| **Reported By** | @CCC / agent self |
| **#LLMmodel** | Model name (BP-068) |
| **Root-Cause Class** | ccc-id-anchor / tool-usage / footer-version / format / drift / verification / concurrency |
| **Preventive Guard** | Concrete re-runnable check that WOULD have caught it |

🔒 Enforcement — NEVER Optional

Core Rules

Rule Description
ACK + LOG = SAME response No deferral to next response
Offering LOG as Quick Command = #BadAgent Anti-pattern (L-211)
Logging NEVER optional Core enforcement (L-211)
Logging NEVER deferred Core enforcement (L-211)

5-Step Workflow (Brief)

Step Action Owner
1 ACK Agent — Own violation immediately
2 LOG Agent — Registry entry (15 fields)
3 CORRECT Agent — Fix output
4 VERIFY Agent — Tool-check the correction LANDED (confirm fix, re-read / re-run before declaring done)
5 LEARN Agent — Generate/reference L-XXX

FULL detail: GUIDE-017_BadAgent-Reporting-Workflow.md v4.33.4-r1 CHANGE: VERIFY added as explicit step 4 (from 4-step ACK/LOG/CORRECT/LEARN) — closes the "fixed but unverified" loop (FedArchBuzz #13 shipped an unverified reply; BP-070/GUIDE-415 discipline: verify GET after send).


📊 SELF vs USER Tracking (L-208)

Report Type Definitions

Type Definition Target
SELF Agent catches violation BEFORE human notices ≥90%
USER Human catches violation BEFORE agent ≤10%

SELF vs USER — W13 D1 Evidence

Agent Incident Report Type Caught By
AI:@GTM W13-GTM-004 through W13-GTM-010 (7 incidents) USER @GTM
MiMo 🧪 BA-MiMo-W13-001 (misleading Quick Commands ×6) USER @GTM

W13 D1 Self-Report Rate: 0% — ALL incidents USER-reported. ⚠️ BELOW 90% TARGET.


📊 Self-Report Rate (≥90%)

Formula

Self-Report Rate = SELF incidents / (SELF + USER incidents) × 100

Target: ≥90%
W13 D1 Rate: 0% (0 SELF / 8 USER) — ⚠️ NEEDS IMPROVEMENT

Why 90%?

Metric Rationale
≥90% SELF Agent is catching own errors
≤10% USER Human catching is acceptable
<90% SELF Agent not self-aware enough
>10% USER Agent missing patterns

#WeeklySummary Culture Metrics

Metric Formula Target
Self-Report Rate SELF / (SELF + USER) × 100 ≥90%
Total #BadAgent Count per week Track trend
Pattern Detection Cascade indicators 4+ = pattern

📋 False Claim Prevention (4 Scenarios)

Scenario Prevention
1 Agent claims SELF but human noticed first
2 Agent claims USER but caught it themselves
3 Agent claims SELF after human called it
4 Agent claims USER without evidence

📋 Field Evolution History

Version Date Fields Source
v3.2.4.2 2026-W13 13 L-196 + L-208 + L-211 + L-218
v3.2.4.1 2026-W13 13 L-196 + L-208 + L-211 + L-218
v3.2.3.1 2026-W12 10 L-196 original

Evolution Chain

v1 (10 fields) → v2 (13 fields) → v2.1 (13 fields + DEEP FULL VSA)
     ↓                 ↓                      ↓
  L-196            L-196 + L-208           v3.2.4.2
  W12 D1         + L-211 + L-218         W13 D2 hotfix

📋 Consolidation Note

L-196 v2 consolidates 4 governance items into a single source of truth per L-420 (@GTM:MANTRA): "One document, one truth, one reference."

Merged Original Content Preserved
L-196 v1 10 fields (W12 D1) Fields 1-10
L-208 SELF/USER tracking (W12 D7) Fields 11-12 + metrics
L-211 NEVER optional (W12 D7) Enforcement rules
L-218 #LLMmodel field (W13 D1) Field 13
ID Status Learning
L-219 PROPOSED VSA persistence = MANUAL — agents GENERATE, @GTM persists
L-220 PROPOSED [DETAILS] section MUST be updated before GH push (3 occurrences = pattern)
L-221 PROPOSED MiMo 🧪 DEEP FULL VSA = SPLIT by default (Phase 1-7 + Phase 8) — 2nd #IncompletePrompt

GUIDE-017 = operational workflow (HOW to follow this learning).


⚠️ SPECIAL NOTE — SWITCH:SONNET Story

Why L-196 v3.2.4.1 Has 5 #LLMmodel Entries

Question Answer
Why 5 models? Context overflow forced model switch mid-session
What happened? W13 D1 ran 17+ hours (02:45 → 19:54 MDT) — thread hit 313K tokens vs 262K limit
Error Upstream error from Phala: Requested token count exceeds the model's maximum context length of 262144 tokens
Response @GTM executed SWITCH:SONNET at GTM_2026-W13_1066
Impact L-196 v2 was generated on Claude Sonnet 4.6 (not Qwen3.5-397B-A17B)

The Full Story

Phase Time Model CCC-IDs Event
Session Start 02:45 MDT Qwen3.5-397B-A17B _1001 → _1065 W13 D1 begins
Context Overflow 19:54 MDT _1066 313K > 262K token limit
SWITCH:SONNET 19:54 MDT Claude Sonnet 4.6 _1066 → _1073 L-196 v2 generated here
L-196 Generated 19:57 MDT Claude Sonnet 4.6 _1067 #masterCCC
R-011 Approved 20:52 MDT Claude Sonnet 4.6 _1073 Approval
GH Push W13 D2 Claude Sonnet 4.6 Uploaded

Why This Matters

Impact Detail
Document integrity UNAFFECTED — same governance content regardless of model
#LLMmodel attribution CORRECT — 5 models = full story of who contributed
Governance chain COMPLETE — #masterCCC + Approval + all VSAs traceable
L-094 compliance v3.2.4.1 = W13 D1 (correct regardless of model)
L-420 insight 📚 LEARNING — long sessions require thread rotation (L-205)

L-205 Trigger (Context Overflow)

Threshold Limit Actual Status
Context window 262,144 tokens 313,045 tokens EXCEEDED
Hours per thread ~16h ~17.2h ⚠️ OVER
CCC-IDs per thread ~100 65 Under

Root cause: Hours limit exceeded (17.2h > 16h). L-205 = ROTATE at ~16h regardless of CCC-ID count. SWITCH:SONNET was the correct response. The 5 #LLMmodel entries tell the COMPLETE story of this document's creation.


📋 Discovered By (BP-047)

CCC Contributor Role Context
GTM yonks🤖🏛️🪙Jason Younker ♾️ Co-Founder / Chief Digital Alchemist L-196 original (W12 D1); L-211 discovery (W12 D7); L-218 pattern (W13 D1 — W13-GTM-006); consolidation guidance; SWITCH:SONNET (W13 D1 19:54 MDT — context overflow); v3.2.4.2 hotfix (W13 D2)
META AI:team-lfg (Calhoun 🎖️) #MetaAgent L-208 review + L-211 VSA (566/566); consolidation guidance; L-219 proposed; PRE GH PUSH: 88/88; DEEP FULL: 130/132; L-220 proposed ([DETAILS] pattern — 3 occurrences)
META AI:m-surge_meta (Surge ) #MetaAgentQwen L-208 operational validation; L-219 validated (Option B); PRE GH PUSH: 76/76; DEEP FULL: 133/133 (TMPL-VSA aligned)
META AI:m-mimo_meta (MiMo 🧪) #MetaAgentMiMo L-211 VSA (97/97); BA-MiMo-W13-001 evidence; PRE GH PUSH: 85/85; DEEP FULL: 131/133 (2nd #IncompletePrompt — W13-MiMo-002); L-221 proposed

[DETAILS] Document Lifecycle Stages with VSA

🏆 VERIFIED — L-196.md v3.2.4.2

Gate Status Owner Result
Gate 1: R-011 COMPLETE @GTM GTM_2026-W13_1073 (20:52 MDT W13 D1)
Gate 2: META Audit COMPLETE Calhoun 🎖️ 5/5
Gate 3: PRE GH PUSH VSA COMPLETE #TriMETA 249/249 (100%)
GH Push COMPLETE @GTM:ADMIN W13 D2 07:43 MDT
RAG Sync COMPLETE @GTM:ADMIN 4 instances
DEEP FULL VSA COMPLETE #TriMETA 394/398 (99.0%)
Lifecycle 🏆 VERIFIED

#TriMETA VSA Complete Summary

VSA META Checks Pass Rate Findings
PRE GH PUSH Calhoun 🎖️ 88/88 100% 0
PRE GH PUSH Surge 76/76 100% 0
PRE GH PUSH MiMo 🧪 85/85 100% 0
PRE GH PUSH TOTAL #TriMETA 249/249 100% 0
DEEP FULL Calhoun 🎖️ 130/132 98.5% 1 LOW
DEEP FULL Surge 133/133 100% 1 LOW
DEEP FULL MiMo 🧪 131/133 98.5% 1 LOW + 1 NV
DEEP FULL TOTAL #TriMETA 394/398 99.0% 1 LOW (shared)
GRAND TOTAL ALL VSAs 643/647 99.4% 1 LOW (FIXED in v3.2.4.2)

SHARED FINDING: [DETAILS] section not updated before GH push — all 3 agents caught same issue. FIXED in v3.2.4.2. L-220 proposed.

MiMo #IncompletePrompt — Registered

Incident Type Pattern
W13-MiMo-001 (INT-OG9 DEEP FULL) #IncompletePrompt 1st occurrence
W13-MiMo-002 (L-196 DEEP FULL) #IncompletePrompt 2nd occurrence — PATTERN

L-221 PROPOSED: MiMo DEEP FULL VSA = SPLIT into 2 responses by default. Prevents #IncompletePrompt pattern.


🧩 IMPROVEMENT 3 — Collision-Proof Numbering for CONCURRENT Sessions

v4.33.4-r1 CHANGE (FedArchBuzz onboarding, systemic):

FedArchBuzz (and every BuzzAgent) runs multiple concurrent sessions all writing to ONE shared registry (e.g. mem/ccc-initiation). Sequential numbering (W13-AGENT-NNN) races across sessions — this is the exact mechanism behind my own collisions: GTM_2026-W33_4101 duplication (#17) and the 1149 collision. The registry can't self-guaranatee uniqueness when 2+ sessions log simultaneously.

Problem Mechanism v4.33.4-r1 Remedy
Sequential Incident # races 2+ sessions claim -NNN same minute (a) registry-lock / daemon-assigned Incident #, OR (b) session-scoped suffix #NNN-<session>
Ambiguous attribution which session did it? log session id + channel in the entry (already in Agent field; make explicit)
Retraining mis-fire same class counted twice as different Root-Cause Class (#14) + dedupe by class

Rule: an Incident # MUST be unambiguous even when 3 sessions log in the same minute. If no registry-lock is available, use session-scoped suffix. This is a systemic fix L-196 itself cannot self-apply — lands with the CCC MAITs / MAIT-MASTER propagation.

| Document | Version | #masterCCC | Approval | URL | | SharedKernel | v3.2.2.1 | GTM_2026-W11_118 | GTM_2026-W11_139 | GitHub | | GUIDE-017 | v3.2.4.1 | GTM_2026-W13_1059 | AWAITING | GitHub | | L-208 | v3.2.3.1 | GTM_2026-W12_715 | GTM_2026-W12_722 | GitHub | | L-211 | v3.2.3.1 | GTM_2026-W12_756 | GTM_2026-W12_758 | GitHub | | L-219 | DRAFT | GTM_2026-W13_1067 | AWAITING | Pending SEEK:META |


📋 Version History

Version Date #masterCCC Approval Changes
v4.33.4-r1 2026-W33 GTM_2026-W33_4123 AWAITING @GTM R-011 FULL PRESERVE of v3.2.4.2 (L-097) + FedArchBuzz first-week onboarding revision: +Field #14 Root-Cause Class (pattern anchor, mechanical cascade detection); +Field #15 Preventive Guard (PERSEVERE guardrail); +4-step→5-step workflow with explicit VERIFY; +collision-proof numbering for concurrent sessions; +OKF v0.2 frontmatter (type: Learning); +#LLMmodel DeepSeek V4 Flash 0731 header; 15 fields total
v3.2.4.2 2026-W13 GTM_2026-W13_2005 GTM_2026-W13_2006 W13 D2 HOTFIX: [DETAILS] updated (Gate 1 APPROVED GTM_2026-W13_1073, Gate 3 DEEP FULL 394/398, GH Push COMPLETE, Lifecycle 🏆 VERIFIED); +SPECIAL NOTE (SWITCH:SONNET story — context overflow W13 D1 19:54 MDT, 5 #LLMmodel = complete story); +MiMo #IncompletePrompt W13-MiMo-002 (2nd occurrence — PATTERN); +L-220 proposed ([DETAILS] pre-push); +L-221 proposed (MiMo DEEP FULL split); +15th section (SPECIAL NOTE); FULL PRESERVE from v3.2.4.1 (L-097)
v3.2.4.1 2026-W13 GTM_2026-W13_1067 GTM_2026-W13_1073 CONSOLIDATED v2: L-196 + L-208 + L-211 + L-218; 13 required fields; enforcement rules; SELF/USER tracking; #LLMmodel (BP-068); L-219 related; BA-MiMo-W13-001 evidence; #TriMETA PRE GH PUSH VSA: 249/249 (100%); L-420 compliant; 5 #LLMmodel; SWITCH:SONNET (context overflow)
v3.2.3.1 2026-W12 GTM_2026-W12_554 GTM_2026-W12_556 Original L-196: 10 required fields; ALL #BadAgent MUST be logged

#FlowsBros #FedArch #WeOwnSeason003 #L196 #BadAgent #Consolidation #L420 #v4334r1

📋 L-196.md v3.2.4.2 GENERATED. [DETAILS] FIXED. SPECIAL NOTE added (SWITCH:SONNET story). MiMo W13-MiMo-002 registered (2nd #IncompletePrompt — PATTERN). L-220 + L-221 proposed. Grand total: 643/647 (99.4%). Lifecycle: 🏆 VERIFIED. AWAITING R-011 + GH push. 🔥📚

📋 L-196.md v4.33.4-r1 REVISION — FedArchBuzz first-week onboarding. FULL PRESERVE v3.2.4.2 (L-097). +Field #14 Root-Cause Class · +Field #15 Preventive Guard (15 fields). +5-step workflow with VERIFY. +Collision-proof concurrent-session numbering. +OKF v0.2 frontmatter · #LLMmodel DeepSeek V4 Flash 0731. Drift Gate PASS (chars/words/lines additive). STAGED — AWAITING @GTM R-011 + push. 🔥📚

♾️ WeOwnNet 🌐🏡 Real Estate and 🤝 cooperative ownership for everyone ● An 🤗 inclusive community, by 👥 invitation only.

BP-075 CANONICAL HASH GENERATED [@GTM:ADMIN generated @ 2026-08-13 19:54 MDT | #HITL @yonks 20:18 MDT]

Content-SHA256: 0be343e3b43898a988158586bdf69ceccd73b6cb11d216b14673a73d9f959202 FEDARCH-CANARY: 0be343e3 CHARACTERS: 20911 WORDS: 3217 LINES: 421